Introduction.
Human Visual System. Camera sensors. Camera model. Image formation.
Image sampling, quantization, image operations.
Image and video compression.
Image spatial processing. Linear filters, convolution. Non-linear filters, median filter. Histogram equalization.
Image restoration.
Edge detection and gradient. Image segmentation. Image features, DoG, SIFT.
SVD
PCA
k-means and mean–shift clustering
Linear classifier /classification
